Jianye Hao
2 indexed papers
Recent (6 mo)
2With code
0Influential cites
0Benchmarked
0Research Timeline
2026
Opt-Verifier: Unleashing the Power of LLMs for Optimization Modeling via Dual-Side Verification
The paper introduces Opt-Verifier, a novel LLM-based framework that significantly improves the accuracy of automated optimization model generation by implementing dual-side verification from both structural and solution perspectives.
Unveiling the Entropy Dynamics of Chain-of-Thought Reasoning
The paper analyzes the entropy dynamics of Chain-of-Thought (CoT) reasoning, identifying a transition from an exploratory Uncertainty Region to a stable Confidence Region, which enables superior early exit and test-time scaling strategies.
Highlighted terms show continued research focus across papers
Papers
cs.CLcs.LGRecentJun 1, 2026
Unveiling the Entropy Dynamics of Chain-of-Thought Reasoning
Ting Xu, Xu He, Yupu Lu, Jiankai Sun +3 more
The paper analyzes the entropy dynamics of Chain-of-Thought (CoT) reasoning, identifying a transition from an exploratory Uncertainty Region to a stable Confidence Region, which enables superior early…
View →
cs.AIRecentMay 28, 2026